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7.9k

bsd-3-clause

108

A unified framework for machine learning with time series

ai sktime data-mining forecasting time-series data-science scikit-learn hacktoberfest machine-learning anomaly-detection time-series-analysis changepoint-detection time-series-regression time-series-segmentation time-series-classification

Created 2018-11-06

5,000 commits to main branch, last one 3 days ago

stumpy TDAmeritrade

319

3.7k

other

60

STUMPY is a powerful and scalable Python library for modern time series analysis

dask numba pydata python data-science matrix-profile motif-discovery pattern-matching anomaly-detection time-series-analysis time-series-data-mining time-series-segmentation

Created 2019-05-03

1,359 commits to main branch, last one 3 days ago

aeon aeon-toolkit

118

1.0k

bsd-3-clause

19

A toolkit for machine learning from time series

data-mining time-series data-science scikit-learn machine-learning time-series-analysis time-series-clustering time-series-regression time-series-segmentation time-series-classification time-series-anomaly-detection

Created 2022-12-20

4,619 commits to main branch, last one 13 hours ago

awesome-time-series-segmentation-papers lzz19980125

6

434

gpl-3.0

5

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

awesome dataset paper-list data-mining time-series awesome-list data-science segmentation deep-learning motion-capture machine-learning anomaly-detection time-series-models time-series-analysis unsupervised-learning change-point-detection univariate-time-series multivariate-time-series time-series-segmentation

Created 2024-01-27

35 commits to main branch, last one 2 months ago

claspy ermshaua

3

73

bsd-3-clause

4

ClaSPy: A Python package for time series segmentation.

python science research data-mining time-series change-point data-science segmentation machine-learning time-series-analysis unsupervised-learning change-point-detection time-series-data-mining time-series-segmentation

Created 2023-02-18

42 commits to main branch, last one 7 days ago

time-series-segmentation-benchmark ermshaua

15

59

bsd-3-clause

3

This repository contains the time series segmentation benchmark (TSSB).

python science research data-mining time-series change-point data-science segmentation machine-learning time-series-analysis unsupervised-learning change-point-detection time-series-data-mining time-series-segmentation

Created 2021-11-09

36 commits to main branch, last one 4 months ago